SafeRoute: Crime Zone Analysis Using Machine Learning

Peer‑reviewed conference work proposing a system to extract crime-related information from online sources, identify crime-prone areas, and support safer route suggestions.

Venue: 2023 14th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Indian Institute of Technology Delhi Date: July 2023 Domain: Safety analytics • Geospatial ML DOI: 10.1109/ICCCNT56998.2023.10306757 IEEE Xplore →

Highlights

App: Built an Android application in Java to provide insights into crime-prone areas, suggest safety precautions, and expose emergency contact options.
Clustering: Applied K‑Means clustering and the elbow method in Python to compute “danger indices” for locations.
Routing: Used Google Maps API to recommend safer routes based on the computed indices.